Liang Xiao

310 papers A* 4A 5B 9C 47Misc 10Journal 198Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Novel Panchromatic-Guided Tensor Low-Rank Model for Multispectral Image Sharpening.
IEEE Signal Process. Lett.
Pengfei Liu, Liping Sun, Yihang Du, Nan Huang, Zhizhong Zheng, Liang Xiao
2026 J jnl
Composite fractal scanning enhanced mamba for small object detection in remote sensing imagery.
Neurocomputing
Wenjing Zhan, Yongke Li, Fang Liu, Liang Xiao
2026 J jnl
D&D-Net: A diffusion and deep priors regularized network for hyperspectral reconstruction.
Signal Process.
Jingxiang Yang, Tian Lin, Wenxiu Diao, Fang Liu, Jia Liu, Hongyi Liu, Liang Xiao
2026 J jnl
Distribution-Adaptive Hierarchical Quantization Enhanced Binary Networks for Spectral Compressive Imaging.
IEEE Trans. Computational Imaging
Mengying Jin, Liang Xiao, Zhihui Wei
2026 — conf
Gradient-Guided RC Weighting for Timing-Driven Global Routing.
ISPD
Liang Xiao, Qinkai Duan, Leilei Jin, Jinwei Liu, Tsung-Yi Ho, Evangeline F. Y. Young, Martin D. F. Wong
2026 J jnl
InstantGR: Scalable GPU Parallelization for 3-D Global Routing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Liang Xiao, Shiju Lin, Jinwei Liu, Qinkai Duan, Tsung-Yi Ho, Evangeline F. Y. Young
2026 J jnl
Learning Degradation-Aware Diffusion Prior for Hyperspectral Reconstruction From RGB Image.
IEEE Trans. Computational Imaging
Jingxiang Yang, Haifeng Xu, Heyuan Yin, Hongyi Liu, Liang Xiao
2026 J jnl
MALT: ML Assisted Shallow-Light Tree Construction.
ACM Trans. Design Autom. Electr. Syst.
Liang Xiao, Jinwei Liu, Lixin Liu, Qijing Wang, Evangeline F. Y. Young, Martin D. F. Wong
2026 A* conf
MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology.
AAAI
Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Yuxuan Sun, Yifei Wang, He Liu, Yunlong Zhang, Yixuan Si, Lin Yang, Liang Xiao
2026 A* conf
Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion.
AAAI
Wentao Qu, Guofeng Mei, Jing Wang, Yujiao Wu, Xiaoshui Huang, Liang Xiao
2026 J jnl
Variational Model-Guided Three-Dimensional Recurrent Transformer for Hyperspectral and Multispectral Image Fusion.
IEEE Access
Abdolraheem Khader, Jingxiang Yang, Ali Ahmed, Jian Fang, Liang Xiao
2025 J jnl
A Biobjective Model-Driven Autocoder for Blind Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jianjun Liu, Hongru Zong, Zebin Wu, Liang Xiao
2025 J jnl
A Self-Conditioned Representation Guided Diffusion Model for Realistic Text-to-LiDAR Scene Generation.
CoRR
Wentao Qu, Guofeng Mei, Yang Wu, Yongshun Gong, Xiaoshui Huang, Liang Xiao
2025 J jnl
A boundary evidence controlled level set inference method for nuclei instance segmentation in histopathology images.
Multim. Tools Appl.
Amir Vatani, Jie Song, Liang Xiao
2025 J jnl
Adversarial purification of information masking.
Neurocomputing
Sitong Liu, Zhichao Lian, Shuangquan Zhang, Liang Xiao
2025 A* conf
An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models.
CVPR
Wentao Qu, Jing Wang, Yongshun Gong, Xiaoshui Huang, Liang Xiao
2025 J jnl
Background-Driven and Foreground-Refined Network for Weakly Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Peng Zhang, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2025 J jnl
Balanced Hierarchical Contrastive Learning with Decoupled Queries for Fine-grained Object Detection in Remote Sensing Images.
CoRR
Jingzhou Chen, Dexin Chen, Fengchao Xiong, Yuntao Qian, Liang Xiao
2025 J jnl
Boosting Adversarial Transferability via Relative Feature Importance-Aware Attacks.
IEEE Trans. Inf. Forensics Secur.
Jian-Wei Li, Wen-Ze Shao, Yubao Sun, Li-Qian Wang, Qi Ge, Liang Xiao
2025 J jnl
Box2Change: A Novel Weakly Supervised Way for Change Detection via Consistency Instance Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Kanghua Yin, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2025 A conf
ChronoTE: Crosstalk-Aware Timing Estimation for Routing Optimization via Edge-Enhanced GNNs.
ICCAD
Leilei Jin, Rongliang Fu, Zhen Zhuang, Liang Xiao, Fangzhou Liu, Bei Yu, Tsung-Yi Ho
2025 J jnl
DSSFT: Dual branch spectral-spatial feature fusion transformer network for hyperspectral image unmixing.
Earth Sci. Informatics
Fazal Hadi, Ghulam Farooque, Yuantian Shao, Jingxiang Yang, Liang Xiao
2025 J jnl
DUSA-UNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction.
IEEE Trans. Geosci. Remote. Sens.
Jie Song, Yue Sun, Ziyun Cai, Liang Xiao, Yawen Huang, Yefeng Zheng
2025 J jnl
Deep one-class probability learning for end-to-end image classification.
Neural Networks
Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao
2025 J jnl
Dual-Conditionally Guided Diffusion Models for Fusion of Unregistered Multisource Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Wenxiu Diao, Ling Hu, Kai Zhang, Liang Xiao
2025 J jnl
Dual-Path Interactive U-Net for Unsupervised Hyperspectral Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenchen Deng, Jianjun Liu, Jinlong Yang, Zebin Wu, Liang Xiao
2025 — conf
Easy and Hard Partitions: An Investigation On Dataset Partitions in Biomedical Image Analysis.
ISBI
Tingting Yang, Tao Zhou, Liang Xiao, Yizhe Zhang
2025 J jnl
Edge-Object Co-Driven Learning for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yangguang Liu, Fang Liu, Jia Liu, Liang Xiao
2025 J jnl
FaceGCN: Structured Priors Inspired Graph Convolutional Networks for Face Restoration With Unknown Degradations.
IEEE Trans. Circuits Syst. Video Technol.
Weidan Yan, Wenze Shao, Dengyin Zhang, Liang Xiao
2025 J jnl
Gradient Subspace-Regularized Hyperspectral Image and Stripe-Coupled Nonconvex Tensor Low-Rank Priors for Destriping and Denoising.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Haijian Long, Zhizhong Zheng, Nan Huang, Liang Xiao
2025 J jnl
Graph-Based Tensor Bayesian Multispectral Image Fusion With Nonconvex Tensor Rank Minimization Model.
IEEE Trans. Instrum. Meas.
Pengfei Liu, Zhizhong Zheng, Shangdong Zheng, Liang Xiao
2025 J jnl
Hierarchical Contrastive Learning for Multigranularity Ship Classification With Learnable Class Queries.
IEEE Trans. Geosci. Remote. Sens.
Jingzhou Chen, Fengchao Xiong, Yuntao Qian, Liang Xiao
2025 J jnl
Hyperspectral Image Denoising and Destriping via Gradient Tensor Subspace Low-Rank Learning and Along-Across Stripe Directional Constraints.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Haijian Long, Zhizhong Zheng, Liang Xiao
2025 — conf
Invited: AI-assisted Routing.
ISPD
Qijing Wang, Liang Xiao, Evangeline F. Y. Young
2025 J jnl
LAHNet: Local Attentive Hashing Network for Point Cloud Registration.
CoRR
Wentao Qu, Xiaoshui Huang, Liang Xiao
2025 J jnl
Learning Cross-Task Features With Mamba for Remote Sensing Image Multitask Prediction.
IEEE Trans. Geosci. Remote. Sens.
Yu Shen, Liang Xiao, Jianyu Chen, Qian Du, Qiaolin Ye
2025 J jnl
Learning Spectral-Spatial-Former Deep Prior for Hyperspectral Image Superresolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zeinab Dehghan, Jingxiang Yang, Abdolraheem Khader, Jian Fang, Liang Xiao
2025 Misc conf
Mask-guided Multi-scale Spatial-Spectral Transformer for Snapshot Compressive Imaging.
ICASSP
Heyuan Yin, Jingxiang Yang, Jia Liu, Liang Xiao
2025 A conf
Multi-Scale Tubularity-Aware U-Net.
ICME
Yue Sun, Jie Song, Ziyun Cai, Ying Wang, Liang Xiao, Yawen Huang
2025 Misc conf
Multi-scale Feature Interaction and Adaptive Experts for Panoptic Segmentation in Remote Sensing Images.
ICASSP
Zhenkun Sun, Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao
2025 J jnl
Multimodal Feature Interactive Learning for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Yan Li, Wenfei Gao, Jia Liu, Xu Tang, Liang Xiao
2025 J jnl
Multiscale Self-Supervised Constraints and Change-Masks-Guided Network for Weakly Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jia Liu, Hejun Luo, Wenhua Zhang, Fang Liu, Liang Xiao
2025 Misc conf
Part in Part Embedding Network for Zero-Shot Learning.
ICASSP
Zhexian Zhou, Liang Xiao, Guo-Sen Xie
2025 J jnl
RSIC-GMamba: A State-Space Model With Genetic Operations for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens.
Lingwu Meng, Jing Wang, Yan Huang, Liang Xiao
2025 J jnl
Range-Null Space Decomposition With Frequency-Oriented Mamba for Spectral Superresolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Meimei Weng, Jianjun Liu, Jinlong Yang, Zebin Wu, Liang Xiao
2025 J jnl
Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion.
CoRR
Wentao Qu, Guofeng Mei, Jing Wang, Yujiao Wu, Xiaoshui Huang, Liang Xiao
2025 J jnl
SIFANet: Spatial-Temporal Interaction and Frequency Adaptive Awareness Network for Change Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jia Liu, Kaixuan Jiang, Wenhua Zhang, Fang Liu, Liang Xiao, Puzhao Zhang, Chen Wu
2025 J jnl
Segmentation of 3D neuronal morphologies in microscopy images utilizing flexible open-curve snakes.
Neurocomputing
Amir Vatani, Jie Song, Liang Xiao
2025 J jnl
TMAR: 3-D Transformer Network via Masked Autoencoder Regularization for Hyperspectral Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zeinab Dehghan, Jingxiang Yang, Mehran Yazdi, Abdolraheem Khader, Liang Xiao
2025 J jnl
Text-Driven Adaptive Semantic Alignment Network for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wenzhen Wang, Fang Liu, Hongyuan Zhu, Liang Xiao
2025 J jnl
Topological Information Aggregation Network for Few-Shot Cross-Domain Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Kai Shi, Wenzhen Wang, Qichao Liu, Liang Xiao
2025 J jnl
Tracking Mamba for Road Extraction From Satellite Imagery.
IEEE Geosci. Remote. Sens. Lett.
Yue Sun, Jie Song, Ziyun Cai, Liang Xiao
2025 J jnl
Unsupervised Global Difference Modeling for Image Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenhua Zhang, Qihao Weng, Jia Liu, Zeng Qu, Yong Li, Jinjin Chai, Liang Xiao
2024 A* conf
A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling.
CVPR
Wentao Qu, Yuantian Shao, Lingwu Meng, Xiaoshui Huang, Liang Xiao
2024 J jnl
A Multiscale Grouping Transformer With CLIP Latents for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens.
Lingwu Meng, Jing Wang, Ran Meng, Yang Yang, Liang Xiao
2024 J jnl
A Spectral Diffusion Prior for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Jianjun Liu, Zebin Wu, Liang Xiao
2024 J jnl
Adaptive Spatial Structure-Aware and Spectral Gradient Structure Tensor-Guided Model for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Zhizhong Zheng, Liang Xiao
2024 J jnl
An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models.
CoRR
Wentao Qu, Jing Wang, Yongshun Gong, Xiaoshui Huang, Liang Xiao
2024 J jnl
Candidate-Aware and Change-Guided Learning for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Yangguang Liu, Jia Liu, Xu Tang, Liang Xiao
2024 J jnl
Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Qichao Liu, Liang Xiao, Nan Huang, Jinhui Tang
2024 J jnl
Computational Oriented Proposal for Fine-Grained Ship Detection in Complex Remote Sensing Images.
IEEE Trans. Instrum. Meas.
Wenjing Zhan, Fang Liu, Yongke Li, Liang Xiao
2024 J jnl
Conjoint Cross-Attention Modeling and Joint Feature Calibrating for Remote Sensing Image Change Detection via a Triple-Double Network.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Jiaqi An, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2024 J jnl
Content-Guided and Class-Oriented Learning for VHR Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Keming Liu, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2024 J jnl
Deep Unfolding Network Enhanced by Transformer Priors for Unregistered Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jian Fang, Jingxiang Yang, Abdolraheem Khader, Liang Xiao
2024 J jnl
Difference Guidance Learning With Feature Alignment for Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yangguang Liu, Fang Liu, Jia Liu, Liang Xiao
2024 J jnl
HS-McHF: Hypersharpening With Multicomponent-Based Hierarchical Features Fusion Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zeinab Dehghan, Jingxiang Yang, Milad Taleby Ahvanooey, Abdolraheem Khader, Liang Xiao
2024 J jnl
Hyperspectral Reconstruction From RGB Images via Physically Guided Graph Deep Prior Learning.
IEEE Trans. Geosci. Remote. Sens.
Haifeng Xu, Jingxiang Yang, Tian Lin, Jia Liu, Fang Liu, Liang Xiao
2024 J jnl
I
IEEE Trans. Geosci. Remote. Sens.
Wenzhen Wang, Fang Liu, Liang Xiao
2024 A conf
InstantGR: Scalable GPU Parallelization for Global Routing.
ICCAD
Shiju Lin, Liang Xiao, Jinwei Liu, Evangeline F. Y. Young
2024 J jnl
MIMO-SST: Multi-Input Multi-Output Spatial-Spectral Transformer for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jian Fang, Jingxiang Yang, Abdolraheem Khader, Liang Xiao
2024 J jnl
MSTSENet: Multiscale Spectral-Spatial Transformer with Squeeze and Excitation network for hyperspectral image classification.
Eng. Appl. Artif. Intell.
Irfan Ahmad, Ghulam Farooque, Qichao Liu, Fazal Hadi, Liang Xiao
2024 C conf
Spectral-Spatial Attentions and Deep Supervision for Change Detection in Remote Sensing Images.
IGARSS
Xia Zhang, Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao
2024 J jnl
Stair Fusion Network With Context-Refined Attention for Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Jia Liu, Wenyi Hua, Wenhua Zhang, Fang Liu, Liang Xiao
2024 — conf
TSBP: Improving Object Detection in Histology Images via Test-Time Self-guided Bounding-Box Propagation.
MICCAI (4)
Tingting Yang, Liang Xiao, Yizhe Zhang
2024 J jnl
URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction.
CoRR
Jie Song, Yue Sun, Ziyun Cai, Liang Xiao, Yawen Huang, Yefeng Zheng
2024 J jnl
Unsupervised Deep Tensor Network for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Jingxiang Yang, Liang Xiao, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan
2024 C conf
Vision-Language Joint Learning for Box-Supervised Change Detection in Remote Sensing.
IGARSS
Kanghua Yin, Fang Liu, Jia Liu, Liang Xiao
2024 J jnl
Visual Rotated Position Encoding Transformer for Remote Sensing Image Captioning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Anli Liu, Lingwu Meng, Liang Xiao
2023 J jnl
A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling.
CoRR
Wentao Qu, Yuantian Shao, Lingwu Meng, Xiaoshui Huang, Liang Xiao
2023 C conf
A Multi-Scale Deep Feature Learning and Semantic Enhancement Approach for Remote Sensing Scene Classification.
IGARSS
Hengyi Huang, Wenzhen Wang, Wenzhi Liao, Liang Xiao
2023 J jnl
A Multiresolution Details Enhanced Attentive Dual-UNet for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Fang, Jingxiang Yang, Abdolraheem Khader, Liang Xiao
2023 J jnl
A Novel Tensor-Based Hyperspectral Image Restoration Method With Low-Rank Modeling in Gradient Domains.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pengfei Liu, Lanlan Liu, Liang Xiao
2023 J jnl
A Novel Video Stabilization Model With Motion Morphological Component Priors.
IEEE Trans. Multim.
Huicong Wu, Liang Xiao, Le Sun, Byeungwoo Jeon
2023 J jnl
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution.
CoRR
Jianjun Liu, Zebin Wu, Liang Xiao
2023 J jnl
Adaptive Spatial and Difference Learning for Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yangguang Liu, Fang Liu, Jia Liu, Xu Tang, Liang Xiao
2023 J jnl
Adversarial Domain Alignment With Contrastive Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Wenfei Gao, Jia Liu, Xu Tang, Liang Xiao
2023 J jnl
Adversarial Purification of Information Masking.
CoRR
Sitong Liu, Zhichao Lian, Shuangquan Zhang, Liang Xiao
2023 J jnl
Cross-Domain Few-Shot Hyperspectral Image Classification With Class-Wise Attention.
IEEE Trans. Geosci. Remote. Sens.
Wenzhen Wang, Fang Liu, Jia Liu, Liang Xiao
2023 J jnl
Cross-Modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens.
Wenzhen Wang, Fang Liu, Wenzhi Liao, Liang Xiao
2023 J jnl
Deep Open-Curve Snake for Discriminative 3D Neuron Tracking.
IEEE J. Biomed. Health Informatics
Jie Song, Zhichao Lian, Liang Xiao
2023 — conf
Detecting Adversarial Examples for Hyperspectral Image Classification Via Mutation Testing.
WHISPERS
Yang Hao, Zhifei Chen, Liang Xiao
2023 C conf
Domain-Specific and Domain-Common Feature Enhancement for Cross-Domain Few-Shot Hyperspectral Image Classification.
IGARSS
Wenfei Gao, Fang Liu, Jia Liu, Liang Xiao, Xu Tang
2023 C conf
Edge-Guided Feature Dense Fusion Network for Remote Sensing Image Change Detection.
IGARSS
Hejun Luo, Jia Liu, Fang Liu, Wenhua Zhang, Jingxiang Yang, Liang Xiao
2023 — conf
Efficient Implementation for Composite CNN-Based HSI Classification Algorithm with Huawei Ascend Framework.
WHISPERS
Kai Shi, Qichao Liu, Zhizhong Zheng, Liang Xiao
2023 J jnl
IVIU-Net: Implicit Variable Iterative Unrolling Network for Hyperspectral Sparse Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuantian Shao, Qichao Liu, Liang Xiao
2023 J jnl
Intrinsic Decomposition Model-Guided Two-Stream Coupled Autoencoder for Unsupervised Hyperspectral Image Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Jia Sun, Jia Liu, Liang Xiao
2023 B conf
Learnable Snake R-CNN for Instance-Level Biomedical Image Segmentation.
ICIP
Jie Song, Ziyun Cai, Yurong Song, Guoping Jiang, Zhichao Lian, Liang Xiao
2023 J jnl
Learning Degradation-Aware Deep Prior for Hyperspectral Image Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Jingxiang Yang, Tian Lin, Fang Liu, Liang Xiao
2023 J jnl
Learning Transferable Discriminative Knowledge From Attribute-Aligned Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Qichao Liu, Liang Xiao, Nan Huang, Jinhui Tang
2023 J jnl
MANet: An Efficient Multidimensional Attention-Aggregated Network for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Kaixuan Jiang, Jia Liu, Wenhua Zhang, Fang Liu, Liang Xiao
2023 J jnl
Model-Guided Deep Unfolded Fusion Network With Nonlocal Spatial-Spectral Priors for Hyperspectral Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Abdolraheem Khader, Jingxiang Yang, Liang Xiao
2023 J jnl
Multiple Deep Proximal Learning for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jingxiang Yang, Tian Lin, Xiaoyang Chen, Liang Xiao
2023 J jnl
Multiresolution Analysis-Inspired Spatial and Spectral Details Preserved Model for Variational Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Jiahui Liu, Liang Xiao, Zhizhong Zheng
2023 — conf
Novel Contrastive Regularized Bipartite Network for Unsupervised Change Detection.
WHISPERS
Ling Hu, Ran Meng, Qichao Liu, Jia Liu, Liang Xiao
2023 J jnl
PRBCD-Net: Predict-Refining-Involved Bidirectional Contrastive Difference Network for Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Ling Hu, Qichao Liu, Jia Liu, Liang Xiao
2023 J jnl
Prior Knowledge-Guided Transformer for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens.
Lingwu Meng, Jing Wang, Yang Yang, Liang Xiao
2023 J jnl
Prototype Learning for Automatic Check-Out.
IEEE Trans. Multim.
Hao Chen, Xiu-Shen Wei, Liang Xiao
2023 J jnl
S
IEEE Trans. Geosci. Remote. Sens.
Nan Huang, Liang Xiao, Qichao Liu, Jocelyn Chanussot
2023 C conf
Siamese Recurrent Residual Refinement Network for High-Resolution Image Change Detection.
IGARSS
Chengwei Huang, Ling Hu, Wenzhi Liao, Liang Xiao
2023 C conf
Spatial-Preserving and Edge-Orienting High-Resolution Network for Remote Sensing Change Detection.
IGARSS
Jiaqi An, Fang Liu, Jia Liu, Liang Xiao, Xu Tang
2023 J jnl
Spatial-Spectral Adaptive Learning With Pixelwise Filtering for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wenfei Gao, Fang Liu, Jia Liu, Liang Xiao, Xu Tang
2023 J jnl
Swin transformer with multiscale 3D atrous convolution for hyperspectral image classification.
Eng. Appl. Artif. Intell.
Ghulam Farooque, Qichao Liu, Allah Bux Sargano, Liang Xiao
2023 C conf
Unsupervised Domain Adaption for Remote Sensing Semantic Segmentation with Self-Attention Mechanism.
IGARSS
Keming Liu, Fang Liu, Jia Liu, Liang Xiao, Xu Tang
2023 J jnl
Unsupervised Single-Generator CycleGAN-Based Pansharpening With Spatial-Spectral Degradation Modeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenxiu Diao, Mengying Jin, Kai Zhang, Liang Xiao
2022 J jnl
A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Nan Huang, Liang Xiao, Yang Xu, Jocelyn Chanussot
2022 J jnl
A Mutual Teaching Framework with Momentum Correction for Unsupervised Hyperspectral Image Change Detection.
Remote. Sens.
Jia Sun, Jia Liu, Ling Hu, Zhihui Wei, Liang Xiao
2022 J jnl
A Nonconvex Pansharpening Model With Spatial and Spectral Gradient Difference-Induced Nonconvex Sparsity Priors.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Liang Xiao
2022 J jnl
A Probabilistic Model Based on Bipartite Convolutional Neural Network for Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jia Liu, Wenhua Zhang, Fang Liu, Liang Xiao
2022 J jnl
A Total Variation Regularized Bipartite Network for Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Ling Hu, Jia Liu, Liang Xiao
2022 J jnl
A Unified Pansharpening Method With Structure Tensor Driven Spatial Consistency and Deep Plug-and-Play Priors.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Jiahui Liu, Liang Xiao
2022 J jnl
ADMM-HFNet: A Matrix Decomposition-Based Deep Approach for Hyperspectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Dunbin Shen, Jianjun Liu, Zebin Wu, Jinlong Yang, Liang Xiao
2022 J jnl
Adaptive Graph Convolutional Network for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Jingya Wang, Xu Tang, Jia Liu, Xiangrong Zhang, Liang Xiao
2022 C conf
An Orientation-Aware Anchor-Free Detector for Aerial Object Detection.
IGARSS
Mudi Duan, Ran Meng, Liang Xiao
2022 C conf
An Unsupervised Hyperspectral Image Fusion Method Based on Spectral Unmixing and Deep Learning.
IGARSS
Kexin Zheng, Abdolraheem Khader, Liang Xiao
2022 — conf
Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars.
ECCV (25)
Hao Chen, Xiu-Shen Wei, Faen Zhang, Yang Shen, Hui Xu, Liang Xiao
2022 J jnl
BDANet: Multiscale Convolutional Neural Network With Cross-Directional Attention for Building Damage Assessment From Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
2022 J jnl
Block shuffling learning for Deepfake Detection.
CoRR
Sitong Liu, Zhichao Lian, Siqi Gu, Liang Xiao
2022 J jnl
DHCAE: Deep Hybrid Convolutional Autoencoder Approach for Robust Supervised Hyperspectral Unmixing.
Remote. Sens.
Fazal Hadi, Jingxiang Yang, Matee Ullah, Irfan Ahmad, Ghulam Farooque, Liang Xiao
2022 J jnl
Detail-Injection-Model-Inspired Deep Fusion Network for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Zhikang Xiang, Liang Xiao, Jingxiang Yang, Wenzhi Liao, Wilfried Philips
2022 J jnl
Domain-Adaptive Few-Shot Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Andi Zhang, Fang Liu, Jia Liu, Xu Tang, Wenfei Gao, Donghui Li, Liang Xiao
2022 J jnl
Evolving Connections in Group of Neurons for Robust Learning.
IEEE Trans. Cybern.
Jia Liu, Maoguo Gong, Liang Xiao, Wenhua Zhang, Fang Liu
2022 J jnl
Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Nan Huang, Liang Xiao, Jianjun Liu, Jocelyn Chanussot
2022 C conf
High Speed and Robust RGB-Thermal Tracking via Dual Attentive Stream Siamese Network.
IGARSS
Chaoyang Guo, Liang Xiao
2022 J jnl
Joint Variation Learning of Fusion and Difference Features for Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Kaixuan Jiang, Wenhua Zhang, Jia Liu, Fang Liu, Liang Xiao
2022 J jnl
Learning Deep Subspace Projection Prior for Dual-Camera Compressive Hyperspectral Imaging.
IEEE Geosci. Remote. Sens. Lett.
Xiaoyang Chen, Jingxiang Yang, Liang Xiao
2022 — conf
Learning Texture Enhancement Prior with Deep Unfolding Network for Snapshot Compressive Imaging.
ACCV (3)
Mengying Jin, Zhihui Wei, Liang Xiao
2022 C conf
Learning Transformations between Heterogeneous SAR and Optical Images for Change Detection.
IGARSS
Zhenqing Chen, Jia Liu, Fang Liu, Wenhua Zhang, Liang Xiao, Jiao Shi
2022 C conf
Learning a Coupled Multilinear Network for Unsupervised Hyperspectral-Multispectral Image Fusion.
IGARSS
Jingxiang Yang, Liang Xiao
2022 J jnl
MC-JAFN: Multilevel Contexts-Based Joint Attentive Fusion Network for Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Zhikang Xiang, Liang Xiao, Wenzhi Liao, Wilfried Philips
2022 C conf
Manifold Augmentation Based Self-Supervised Contrastive Learning for Few-Shot Remote Sensing Scene Classification.
IGARSS
Yunrui Sheng, Liang Xiao
2022 J jnl
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Jianjun Liu, Zebin Wu, Liang Xiao, Xiaojun Wu
2022 J jnl
Multilevel Superpixel Structured Graph U-Nets for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qichao Liu, Liang Xiao, Jingxiang Yang, Zhihui Wei
2022 J jnl
NMF-DuNet: Nonnegative Matrix Factorization Inspired Deep Unrolling Networks for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Abdolraheem Khader, Jingxiang Yang, Liang Xiao
2022 J jnl
Patch-Aware Deep Hyperspectral and Multispectral Image Fusion by Unfolding Subspace-Based Optimization Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jianjun Liu, Dunbin Shen, Zebin Wu, Liang Xiao, Jun Sun, Hong Yan
2022 J jnl
Prototype-based classifier learning for long-tailed visual recognition.
Sci. China Inf. Sci.
Xiu-Shen Wei, Shu-Lin Xu, Hao Chen, Liang Xiao, Yuxin Peng
2022 J jnl
Self-Supervised Multi-Category Counting Networks for Automatic Check-Out.
IEEE Trans. Image Process.
Hao Chen, Yangzhun Zhou, Jun Li, Xiu-Shen Wei, Liang Xiao
2022 C conf
Siamese High-Resolution Network for Change Detection.
IGARSS
Yu Wang, Jia Liu, Fang Liu, Wenhua Zhang, Liang Xiao, Jiao Shi
2022 C conf
Spatial-Adaptive and Feature-Enhanced Siamese Network for Change Detection.
IGARSS
Yangguang Liu, Fang Liu, Jia Liu, Xu Tang, Kaixuan Jiang, Liang Xiao
2022 J jnl
Variational Regularization Network With Attentive Deep Prior for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jingxiang Yang, Liang Xiao, Yongqiang Zhao, Jonathan Cheung-Wai Chan
2021 J jnl
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images.
CoRR
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
2021 J jnl
CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qichao Liu, Liang Xiao, Jingxiang Yang, Zhihui Wei
2021 J jnl
Deep associative learning for neural networks.
Neurocomputing
Jia Liu, Wenhua Zhang, Fang Liu, Liang Xiao
2021 J jnl
Efficient Deep Learning of Nonlocal Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan
2021 J jnl
Hybrid Local and Nonlocal 3-D Attentive CNN for Hyperspectral Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett.
Jingxiang Yang, Liang Xiao, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan
2021 J jnl
Hypergraph-Regularized Low-Rank Subspace Clustering Using Superpixels for Unsupervised Spatial-Spectral Hyperspectral Classification.
IEEE Geosci. Remote. Sens. Lett.
Jinhuan Xu, James E. Fowler, Liang Xiao
2021 J jnl
Hyperspectral Image Classification via a Novel Spectral-Spatial 3D ConvLSTM-CNN.
Remote. Sens.
Ghulam Farooque, Liang Xiao, Jingxiang Yang, Allah Bux Sargano
2021 C conf
Hyperspectral Image Denoising with Collaborative Total Variation and Low Rank Regularization.
IGARSS
Lu Yang, Jinhuan Xu, Liang Xiao
2021 — conf
Intra- and Inter-frame Iterative Temporal Convolutional Networks for Video Stabilization.
MMAsia
Haopeng Xie, Liang Xiao, Huicong Wu
2021 J jnl
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution.
CoRR
Jianjun Liu, Zebin Wu, Liang Xiao, Xiao-Jun Wu
2021 C conf
Multi-Supervised Recursive-CNN for Hyperspectral and Multispectral Image Fusion.
IGARSS
Yuda Lu, Jingxiang Yang, Liang Xiao
2021 J jnl
Simultaneous Video Stabilization and Rolling Shutter Removal.
IEEE Trans. Image Process.
Huicong Wu, Liang Xiao, Zhihui Wei
2021 J jnl
Sparse Coding Driven Deep Decision Tree Ensembles for Nucleus Segmentation in Digital Pathology Images.
IEEE Trans. Image Process.
Jie Song, Liang Xiao, Mohsen Molaei, Zhichao Lian
2021 C conf
Spatial-Spectral Total Variation Constrained Collaborative Tensor Regularization for Dual-Camera Compressive Hyperspectral Imaging.
IGARSS
Zhenghui Liang, Yang Xu, Liang Xiao, Zhihui Wei
2021 J jnl
Unified Low-Rank Subspace Clustering with Dynamic Hypergraph for Hyperspectral Image.
Remote. Sens.
Jinhuan Xu, Liang Xiao, Jingxiang Yang
2020 C conf
A Directional Message Propagation Convolutional Neural Network for Hyperspectral Images Classification.
IGARSS
Jian Yu, Qichao Liu, Liang Xiao, Zhihui Wei
2020 J jnl
A Truncated Matrix Decomposition for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process.
Jianjun Liu, Zebin Wu, Liang Xiao, Jun Sun, Hong Yan
2020 J jnl
A Twice Optimizing Net With Matrix Decomposition for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dunbin Shen, Jianjun Liu, Zhiyong Xiao, Jinlong Yang, Liang Xiao
2020 C conf
Bipartite Residual Network for Change Detection in Heterogeneous Optical and Radar Images.
IGARSS
Haocheng Zhang, Jia Liu, Liang Xiao
2020 J jnl
Content-Guided Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qichao Liu, Liang Xiao, Jingxiang Yang, Jonathan Cheung-Wai Chan
2020 J jnl
Cortical thickness computation by solving tetrahedron-based harmonic field.
Comput. Biol. Medicine
De-Qing Kong, Yonghui Fan, Jinguang Hao, Xiaofeng Zhang, Qingtang Su, Tao Yao, Caiming Zhang, Liang Xiao, Gang Wang
2020 J jnl
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification.
CoRR
Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan
2020 J jnl
Generalized Tensor Regression for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jianjun Liu, Zebin Wu, Liang Xiao, Jun Sun, Hong Yan
2020 J jnl
Learning Multiple Parameters for Kernel Collaborative Representation Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jianjun Liu, Zebin Wu, Liang Xiao, Hong Yan
2020 C conf
Locally Constrained Collaborative Representation Based Fisher's LDA for Clustering of Hyperspectral Images.
IGARSS
Siyu Liu, Nan Huang, Liang Xiao
2020 C conf
PERONA-MALIK DIFFUSION DRIVEN CNN FOR SUPERVISED CLASSIFICATION OF HYPERSPECTRAL IMAGES.
IGARSS
Ning Wen, Qichao Liu, Liang Xiao
2020 J jnl
Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images.
CoRR
Jie Song, Liang Xiao, Mohsen Molaei, Zhichao Lian
2020 Misc conf
Video Deblurring Via 3d CNN and Fourier Accumulation Learning.
ICASSP
Fan Yang, Liang Xiao, Jingxiang Yang
2019 J jnl
A Bilevel Contextual MRF Model for Supervised Classification of High Spatial Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yu Shen, Jianyu Chen, Liang Xiao, Delu Pan
2019 — conf
A Hybrid Convolutional Neural Network with Anisotropic Diffusion for Hyperspectral Image Classification.
ICIG (3)
Feng Lu, Qichao Liu, Mohsen Molaei, Liang Xiao
2019 C conf
A Multi-Scale Densely Deep Learning Method for Pansharpening.
IGARSS
Zhikang Xiang, Liang Xiao, Pengfei Liu, Yufei Zhang
2019 J jnl
A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution.
Remote. Sens.
Jingxiang Yang, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan, Liang Xiao
2019 J jnl
A Spectral-Spatial Domain-Specific Convolutional Deep Extreme Learning Machine for Supervised Hyperspectral Image Classification.
IEEE Access
Yu Shen, Liang Xiao, Jianyu Chen, Delu Pan
2019 J jnl
Bipartite Graph Partition Based Coclustering With Joint Sparsity for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nan Huang, Liang Xiao, Yang Xu
2019 C conf
Clustering Hyperspectral Images Via Sparse Dictionary Learning with Joint Sparsity and Shared Wavelets.
IGARSS
Nan Huang, Liang Xiao, Songze Tang, Qichao Liu
2019 — conf
Cross-Domain NER using Cross-Domain Language Modeling.
ACL (1)
Chen Jia, Liang Xiao, Yue Zhang
2019 C conf
Data Augmentation and Refining with Steering Stencils for Supervised Classification of Hyperspectral Image.
IGARSS
Qichao Liu, Liang Xiao, Pengfei Liu, Nan Huang
2019 C conf
Hyperspectral Unmixing Via Simultaneous Dictionary Refining and Enhanced Sparse Regression.
IGARSS
Tianqi Yang, Yalei Gao, Zhizhong Zheng, Liang Xiao
2019 J jnl
Hyperspectral image clustering via sparse dictionary-based anchored regression.
IET Image Process.
Nan Huang, Liang Xiao
2019 — ed.
Intelligence Science and Big Data Engineering. Big Data and Machine Learning - 9th International Conference, IScIDE 2019, Nanjing, China, October 17-20, 2019, Proceedings, Part II
IScIDE (2)
Zhen Cui, Jinshan Pan, Shanshan Zhang, Liang Xiao, Jian Yang
2019 — ed.
Intelligence Science and Big Data Engineering. Visual Data Engineering - 9th International Conference, IScIDE 2019, Nanjing, China, October 17-20, 2019, Proceedings, Part I
IScIDE (1)
Zhen Cui, Jinshan Pan, Shanshan Zhang, Liang Xiao, Jian Yang
2019 J jnl
Locally Low-Rank Regularized Video Stabilization With Motion Diversity Constraints.
IEEE Trans. Circuits Syst. Video Technol.
Huicong Wu, Liang Xiao, Zhichao Lian, Hiuk Jae Shim
2019 J jnl
Multi-layer boosting sparse convolutional model for generalized nuclear segmentation from histopathology images.
Knowl. Based Syst.
Jie Song, Liang Xiao, Mohsen Molaei, Zhichao Lian
2019 J jnl
Multicomponent Driven Consistency Priors for Simultaneous Decomposition and Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pengfei Liu, Liang Xiao
2019 C conf
Supervised Hyperspectral Image Classification Via Sparse Separable Convolutional Feature Learning.
IGARSS
Mengfei Song, Jie Song, Liang Xiao
2018 J jnl
A Novel Generalized Intensity-Hue-Saturation (GIHS) Based Pan-Sharpening Method With Variational Hessian Transferring.
IEEE Access
Pengfei Liu, Liang Xiao
2018 J jnl
A Novel Hyperspectral Image Clustering Method With Context-Aware Unsupervised Discriminative Extreme Learning Machine.
IEEE Access
Jinhuan Xu, Heng Li, Pengfei Liu, Liang Xiao
2018 J jnl
A Variational Pan-Sharpening Method Based on Spatial Fractional-Order Geometry and Spectral-Spatial Low-Rank Priors.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Liang Xiao, Tao Li
2018 — conf
Architectural analysis on dynamic MRI to study thoracic insufficiency syndrome.
Image-Guided Procedures
Jie Song, Jayaram K. Udupa, Yubing Tong, Liang Xiao, Caiyun Wu, Joseph M. McDonough, Anthony Capraro, Drew A. Torigian, Robert M. Campbell Jr.
2018 J jnl
Contour-Seed Pairs Learning-Based Framework for Simultaneously Detecting and Segmenting Various Overlapping Cells/Nuclei in Microscopy Images.
IEEE Trans. Image Process.
Jie Song, Liang Xiao, Zhichao Lian
2018 B conf
Discriminative Pixel-Pairwise Constraint-Guided Extreme Learning Machine for Semi-Supervised Hyperspectral Image Classification.
ICIP
Jinhuan Xu, Pengfei Liu, Le Sun, Liang Xiao
2018 J jnl
Fast Superpixel Based Subspace Low Rank Learning Method for Hyperspectral Denoising.
IEEE Access
Le Sun, Byeungwoo Jeon, Bushra Naz Soomro, Yuhui Zheng, Zebin Wu, Liang Xiao
2018 B conf
Hyperspectral Denoising Via Cross Total Variation-Regularized Unidirectional Nonlocal Low-Rank Tensor Approximation.
ICIP
Le Sun, Byeungwoo Jeon, Zebin Wu, Liang Xiao
2018 J jnl
Hyperspectral Mixed Denoising via Spectral Difference-Induced Total Variation and Low-Rank Approximation.
Remote. Sens.
Le Sun, Tianming Zhan, Zebin Wu, Liang Xiao, Byeungwoo Jeon
2018 C conf
Multivariate Regression-Based Pan-Sharpening With Low Rank Regularization.
IGARSS
Yufei Zhang, Heng Li, Liang Xiao
2018 J jnl
Normal curvature-induced variational model for image restoration.
IET Image Process.
Pengfei Liu, Liang Xiao, Tao Li
2018 C conf
Pan-Sharpening with Hessian Nuclear Norm Induced Spatial Consistency.
IGARSS
Pengfei Liu, Liang Xiao, Songze Tang
2018 J jnl
Prediction of Lung Motion From Four-Dimensional Computer Tomography (4DCT) Images Using Bayesian Registration and Trajectory Modelling.
IEEE Access
Min Li, Zhikang Xiang, Zhichao Lian, Liang Xiao, Jun Zhang, Zhihui Wei
2018 C conf
Simultaneous Dictionary Sparse Pruning and Collaborative Sparse Regression for Hyperspectral Image Unmixing.
IGARSS
Shengfu Li, Liang Xiao, Zhihui Wei, Ling Qian
2018 J jnl
Spatial rich model steganalysis feature normalization on random feature-subsets.
Soft Comput.
Pengfei Wang, Zhihui Wei, Liang Xiao
2017 — conf
A Low Rank Regularization Method for Motion Adaptive Video Stabilization.
IScIDE
Huicong Wu, Hiuk Jae Shim, Liang Xiao
2017 J jnl
Automated identification and reduction of artifacts in cine four-dimensional computed tomography (4DCT) images using respiratory motion model.
Int. J. Comput. Assist. Radiol. Surg.
Min Li, Sarah Joy Castillo, Richard Castillo, Edward Castillo, Thomas Guerrero, Liang Xiao, Xiaolin Zheng
2017 J jnl
Boundary-to-Marker Evidence-Controlled Segmentation and MDL-Based Contour Inference for Overlapping Nuclei.
IEEE J. Biomed. Health Informatics
Jie Song, Liang Xiao, Zhichao Lian
2017 Misc conf
Color demosaicking via nonlocal tensor representation.
ICASSP
Lili Huang, Xuan Wu, Wenze Shao, Hongyi Liu, Zhihui Wei, Liang Xiao
2017 J jnl
Fast projections of spatial rich model feature for digital image steganalysis.
Soft Comput.
Pengfei Wang, Zhihui Wei, Liang Xiao
2017 J jnl
Local and Nonlocal Context-Aware Elastic Net Representation-Based Classification for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bushra Naz Soomro, Liang Xiao, Mohsen Molaei, Lili Huang, Zhichao Lian, Shahzad Hyder Soomro
2017 J jnl
Multimodal spatial-based segmentation framework for white matter lesions in multi-sequence magnetic resonance images.
Biomed. Signal Process. Control.
Tianming Zhan, Renping Yu, Yu Zheng, Yongzhao Zhan, Liang Xiao, Zhihui Wei
2017 C conf
PAN-Sharpening via residual deep learning.
IGARSS
Nie Li, Nan Huang, Liang Xiao
2017 A conf
Pansharpening via Locality-Constrained Sparse Representation.
BMVC
Songze Tang, Nan Zhou, Liang Xiao
2017 — conf
Robust segmentation of brain MRI images using a novel fuzzy c-means clustering method.
ICNC-FSKD
Min Li, Zhikang Xiang, Limei Zhang, Zhichao Lian, Liang Xiao
2017 C conf
Spectral-spatial subspace clustering for hyperspectral images VIA modulated low-rank representation.
IGARSS
Jinhuan Xu, Nan Huang, Liang Xiao
2017 J jnl
Structure-Based Low-Rank Model With Graph Nuclear Norm Regularization for Noise Removal.
IEEE Trans. Image Process.
Qi Ge, Xiao-Yuan Jing, Fei Wu, Zhi-Hui Wei, Liang Xiao, Wen-Ze Shao, Dong Yue, Haibo Li
2017 B conf
Supervised classification of hyperspectral images using local-receptive-fields-based kernel extreme learning machine.
ICIP
Yu Shen, Jianyu Chen, Liang Xiao
2017 C conf
Supervised classification of hyperspectral images via heterogeneous deep neural networks.
IGARSS
Zhixin Li, Yu Shen, Nan Huang, Liang Xiao
2017 J jnl
Video stabilisation with total warping variation model.
IET Image Process.
Huicong Wu, Liang Xiao, Hiuk Jae Shim, Songze Tang
2016 J jnl
A New Geometry Enforcing Variational Model for Pan-Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pengfei Liu, Liang Xiao, Songze Tang
2016 J jnl
A fast higher degree total variation minimization method for image restoration.
Int. J. Comput. Math.
Pengfei Liu, Liang Xiao, Jun Zhang
2016 J jnl
Automatic Change Detection in High-Resolution Remote Sensing Images by Using a Multiple Classifier System and Spectral-Spatial Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kun Tan, Xiao Jin, Antonio Plaza, Xuesong Wang, Liang Xiao, Peijun Du
2016 J jnl
Bi-component decomposition based hybrid regularization method for partly-textured CS-MR image reconstruction.
Signal Process.
Jun Zhang, Zhihui Wei, Liang Xiao
2016 J jnl
Bilayer Elastic Net Regression Model for Supervised Spectral-Spatial Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bushra Naz Soomro, Liang Xiao, Lili Huang, Shahzad Hyder Soomro, Mohsen Molaei
2016 — conf
ELM-based classification of ADHD patients using a novel local feature extraction method.
BIBM
Yang Li, Zhichao Lian, Min Li, Zhonggeng Liu, Liang Xiao, Zhihui Wei
2016 C conf
ELM-based spectral-spatial classification of hyperspectral images using bilateral filtering information on spectral band-subsets.
IGARSS
Yu Shen, Jinhuan Xu, Heng Li, Liang Xiao
2016 C conf
Fractional order variational pan-sharpening.
IGARSS
Pengfei Liu, Liang Xiao, Songze Tang, Le Sun
2016 C conf
Hyperspectral image classification via region-based composite kernels.
IGARSS
Jianjun Liu, Xiaoqian Shi, Zebin Wu, Liang Xiao, Zhiyong Xiao, Yunhao Yuan
2016 C conf
Hyperspectral image supervised classification via multi-view nuclear norm based 2D PCA feature extraction and kernel ELM.
IGARSS
Jue Jiang, Lili Huang, Heng Li, Liang Xiao
2016 — conf
Joint Multiview Fused ELM Learning with Propagation Filter for Hyperspectral Image Classification.
ACCV Workshops (1)
Yu Shen, Liang Xiao, Mohsen Molaei
2016 J jnl
Motion blur kernel estimation in steerable gradient domain of decomposed image.
Multidimens. Syst. Signal Process.
Kai Wang, Liang Xiao, Zhihui Wei
2016 C conf
Non-local Spectral-spatial Centralized Sparse Representation for hyperspectral image classification.
IGARSS
Bushra Naz Soomro, Liang Xiao, Shahzad Hyder Soomro
2016 J jnl
Pure spatial rich model features for digital image steganalysis.
Multim. Tools Appl.
Pengfei Wang, Zhihui Wei, Liang Xiao
2016 J jnl
Spatial-Hessian-Feature-Guided Variational Model for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Liang Xiao, Jun Zhang, Bushra Naz
2016 J jnl
Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jianjun Liu, Zebin Wu, Jun Li, Liang Xiao, Antonio Plaza, Jón Atli Benediktsson
2016 J jnl
Surrogating circuit design solutions with robustness metrics.
Integr.
Jin Sun, Liang Xiao, Jiangshan Tian, He Zhou, Janet Roveda
2015 J jnl
A New Pan-Sharpening Method With Deep Neural Networks.
IEEE Geosci. Remote. Sens. Lett.
Wei Huang, Liang Xiao, Zhihui Wei, Hongyi Liu, Songze Tang
2015 C conf
A new variational method for pan-sharpening.
IGARSS
Pengfei Liu, Liang Xiao, Songze Tang
2015 — conf
Automatic Segmentation of White Matter Lesions Using SVM and RSF Model in Multi-channel MRI.
ICIG (1)
Renping Yu, Liang Xiao, Zhihui Wei, Xuan Fei
2015 J jnl
Automatic method for white matter lesion segmentation based on T1-fluid-attenuated inversion recovery images.
IET Comput. Vis.
Tianming Zhan, Yongzhao Zhan, Zhe Liu, Liang Xiao, Zhihui Wei
2015 — conf
Blind Motion Deblurring Based on Fused l
ICIG (2)
Kai Wang, Yu Shen, Liang Xiao, Zhihui Wei, Linxue Sheng
2015 J jnl
Cartoon-texture composite regularization based non-blind deblurring method for partly-textured blurred images with Poisson noise.
Signal Process.
Zhengrong Zhang, Jun Zhang, Zhihui Wei, Liang Xiao
2015 J jnl
Color demosaicking via robust adaptive sparse representation.
J. Electronic Imaging
Lili Huang, Liang Xiao, Qinghua Chen, Kai Wang
2015 Misc conf
Coupled learning based on singular-values-unique and hog for face hallucination.
ICASSP
Songze Tang, Liang Xiao, Pengfei Liu, Huicong Wu
2015 J jnl
Efficient multiplicative noise removal method using isotropic second order total variation.
Comput. Math. Appl.
Pengfei Liu, Liang Xiao
2015 J jnl
Hyperspectral Imagery Super-Resolution by Compressive Sensing Inspired Dictionary Learning and Spatial-Spectral Regularization.
Sensors
Wei Huang, Liang Xiao, Hongyi Liu, Zhihui Wei
2015 J jnl
Image dehazing using two-dimensional canonical correlation analysis.
IET Comput. Vis.
Liqian Wang, Liang Xiao, Zhihui Wei
2015 C conf
Joint dictionary learning with ridge regression for pansharpening.
IGARSS
Songze Tang, Liang Xiao, Bushra Naz, Pengfei Liu, Yufeng Chen
2015 J jnl
Local brightness adaptive image colour enhancement with Wasserstein distance.
IET Image Process.
Liqian Wang, Liang Xiao, Hongyi Liu, Zhihui Wei
2015 — conf
Pan-Sharpening via Coupled Unitary Dictionary Learning.
ICIG (3)
Shumiao Chen, Liang Xiao, Zhihui Wei, Wei Huang
2015 J jnl
Supervised Spectral-Spatial Hyperspectral Image Classification With Weighted Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens.
Le Sun, Zebin Wu, Jianjun Liu, Liang Xiao, Zhihui Wei
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A fast adaptive reweighted residual-feedback iterative algorithm for fractional-order total variation regularized multiplicative noise removal of partly-textured images.
Signal Process.
Jun Zhang, Zhihui Wei, Liang Xiao
2014 C conf
Adaptive tensor matrix based kernel regression for hyperspectral image denoising.
IGARSS
Hongyi Liu, Zhengrong Zhang, Liang Xiao, Zhihui Wei
2014 J jnl
Compressive Sensing Inverse Synthetic Aperture Radar Imaging Based on Gini Index Regularization.
Int. J. Autom. Comput.
Can Feng, Liang Xiao, Zhi-Hui Wei
2014 J jnl
Edge and color preserving single image superresolution.
J. Electronic Imaging
Songze Tang, Liang Xiao, Pengfei Liu, Jun Zhang, Lili Huang
2014 J jnl
Hyperspectral Image Classification Using Kernel Sparse Representation and Semilocal Spatial Graph Regularization.
IEEE Geosci. Remote. Sens. Lett.
Jianjun Liu, Zebin Wu, Le Sun, Zhihui Wei, Liang Xiao
2014 J jnl
Image-Based Quantitative Analysis of Gold Immunochromatographic Strip via Cellular Neural Network Approach.
IEEE Trans. Medical Imaging
Nianyin Zeng, Zidong Wang, Bachar Zineddin, Yurong Li, Min Du, Liang Xiao, Xiaohui Liu, Terry Young
2014 J jnl
Partial least-squares regression on common feature space for single image superresolution.
J. Electronic Imaging
Songze Tang, Liang Xiao, Pengfei Liu, Huicong Wu
2014 C conf
Spatial-spectral compressive sensing for hyperspectral images super-resolution over learned dictionary.
IGARSS
Wei Huang, Zebin Wu, Hongyi Liu, Liang Xiao, Zhihui Wei
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Variational Bayesian Method for Retinex.
IEEE Trans. Image Process.
Liqian Wang, Liang Xiao, Hongyi Liu, Zhihui Wei
2013 B conf
A hybrid active contour model with structure feature for image segmentation.
ICIP
Qi Ge, Liang Xiao, Liqian Wang, Zhengrong Zhang, Zhihui Wei
2013 J jnl
A novel compound regularization and fast algorithm for compressive sensing deconvolution.
Neurocomputing
Liang Xiao, Jun Shao, Lili Huang, Zhihui Wei
2013 J jnl
Active contour model for simultaneous MR image segmentation and denoising.
Digit. Signal Process.
Qi Ge, Liang Xiao, Zhihui Wei
2013 J jnl
An active contour model driven by anisotropic region fitting energy for image segmentation.
Digit. Signal Process.
Qi Ge, Liang Xiao, Hu Huang, Zhihui Wei
2013 C conf
Compressive sensing ISAR imaging with stepped frequency continuous wave via Gini sparsity.
IGARSS
Can Feng, Liang Xiao, Zhihui Wei
2013 J jnl
Iterative Directional Total Variation Refinement for Compressive Sensing Image Reconstruction.
IEEE Signal Process. Lett.
Xuan Fei, Zhihui Wei, Liang Xiao
2013 J jnl
New image restoration method associated with tetrolets shrinkage and weighted anisotropic total variation.
Signal Process.
Liqian Wang, Liang Xiao, Jun Zhang, Zhihui Wei
2013 J jnl
Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jianjun Liu, Zebin Wu, Zhihui Wei, Liang Xiao, Le Sun
2012 — conf
A Hybrid Point-Sets Clustering Approach to Identification of Resting State Functional Network.
CCPR
Can Feng, Tianming Liu, Liang Xiao, Zhihui Wei
2012 — conf
A Relaxed Split Bregman Iteration for Total Variation Regularized Image Denoising.
ICIC (2)
Jun Zhang, Zhihui Wei, Liang Xiao
2012 C conf
A novel sparsity constrained nonnegative matrix factorization for hyperspectral unmixing.
IGARSS
Jianjun Liu, Zebin Wu, Zhihui Wei, Liang Xiao, Le Sun
2012 B conf
A parametric statistic model and fast algorithm for brain MR image segmentation and bias correction.
Image Processing
Tianming Zhan, Zhihui Wei, Liang Xiao, Ling Qian
2012 J jnl
A robust patch-statistical active contour model for image segmentation.
Pattern Recognit. Lett.
Qi Ge, Liang Xiao, Jun Zhang, Zhihui Wei
2012 J jnl
Adaptive Fractional-order Multi-scale Method for Image Denoising.
J. Math. Imaging Vis.
Jun Zhang, Zhihui Wei, Liang Xiao
2012 J jnl
An improved region-based model with local statistical features for image segmentation.
Pattern Recognit.
Qi Ge, Liang Xiao, Jun Zhang, Zhihui Wei
2012 J jnl
Fractional-order iterative regularization method for total variation based image denoising.
J. Electronic Imaging
Jun Zhang, Zhihui Wei, Liang Xiao
2012 — conf
Optimization and Fiber-Centered Prediction of Functional Network ROIs.
IScIDE
Can Feng, Tianming Liu, Liang Xiao, Zhihui Wei
2012 J jnl
Perceptual image quality assessment based on structural similarity and visual masking.
Signal Process. Image Commun.
Xuan Fei, Liang Xiao, Yubao Sun, Zhihui Wei
2012 — conf
Tetrolet Regularization and Learning for Single Frame Image Super-Resolution.
IScIDE
Liang Xiao, Heng Li, Huixia Wang, Liqian Wang
2011 B conf
An improved region-based model with local statistical feature.
ICIP
Qi Ge, Zhihui Wei, Liang Xiao, Jun Zhang
2011 Misc conf
Compounded Regularization and Fast Algorithm for Compressive Sensing Deconvolution.
ICIG
Liang Xiao, Jun Shao, Lili Huang, Zhihui Wei
2011 Misc conf
Perceptual Saliency Driven Total Variation for Image Denoising Using Tensor Voting.
ICIG
Liang Xiao, Lili Huang, Fanbiao Zhang
2011 B conf
Variational image restoration based on Poisson singular integral and curvelet-type decomposition space regularization.
ICIP
Lili Huang, Liang Xiao, Zhihui Wei, Zhengrong Zhang
2010 J jnl
A Weberized Total Variation Regularization-Based Image Multiplicative Noise Removal Algorithm.
EURASIP J. Adv. Signal Process.
Liang Xiao, Lili Huang, Zhihui Wei
2010 — conf
Automatic and Reliable Extraction of Dendrite Backbone from Optical Microscopy Images.
LSMS/ICSEE
Liang Xiao, Xiaosong Yuan, Zack Galbreath, Badrinath Roysam
2010 J jnl
Comments on "Staircase effect alleviation by coupling gradient fidelity term".
Image Vis. Comput.
Liang Xiao, Lili Huang, Zhihui Wei
2010 J jnl
Image Variational Denoising Using Gradient Fidelity on Curvelet Shrinkage.
EURASIP J. Adv. Signal Process.
Liang Xiao, Lili Huang, Badrinath Roysam
2010 J jnl
Multiplicative Noise Removal via a Novel Variational Model.
EURASIP J. Image Video Process.
Lili Huang, Liang Xiao, Zhihui Wei
2009 Misc conf
A Nonlinear Inverse Scale Space Method for Multiplicative Noise Removal Based on Weberized Total Variation.
ICIG
Lili Huang, Liang Xiao, Zhihui Wei
2009 B conf
Compressed sensing image reconstruction based on morphological component analysis.
ICIP
Xingxiu Li, Zhihui Wei, Liang Xiao, Yubao Sun, Jian Yang
2008 J jnl
Comments on "Robust embedding of visual watermarks using discrete wavelet transform and singular value decomposition" and theoretical analysis.
J. Electronic Imaging
Liang Xiao, Zhihui Wei, Jianbing Ye
2008 — conf
Research of Multiple Watermarks Algorithm in E-commerce Copyright Protection and Tracking.
CIS (1)
Xiang-wei Zhu, Liang Xiao
2007 — conf
A Novel Classification Algorithm Based on Fuzzy Kernel Multiple Hyperspheres.
FSKD (2)
Lei Gu, Huizhong Wu, Liang Xiao
2007 — conf
A Sub-pixel Multifractal Method for the Image Segmentation.
FSKD (4)
Gang Wang, Liang Xiao, Anzhi He
2007 — conf
A Super-resolution Reconstruction via Local and Contextual Information Driven Partial Differential Equations.
FSKD (4)
Liang Xiao, Zhihui Wei
2007 — conf
Novel Method for Computer Create Van Gogh's Oil Style Painting.
Edutainment
Liang Xiao, Zhihui Wei, Huizhong Wu
2007 — conf
Robust Orientation Diffusion Via PCA Method and Application to Image Super-Resolution Reconstruction.
LSMS (1)
Liang Xiao, Zhihui Wei, Huizhong Wu
2006 — conf
Embedding Image Watermarks into Local Linear Singularity Coefficients in Ridgelet Domain.
VSMM
Liang Xiao, Zhihui Wei, Huizhong Wu
2005 — conf
Collaborative design environment based on multi-agent.
CSCWD (1)
Shenglei Chen, Huizhong Wu, Xianglan Han, Liang Xiao
2005 — conf
Concealment of Damaged Block Coded Images Using Intelligent Two-Step Best Neighborhood Matching Algorithm.
CGIV
Liang Xiao, Chenrong Huang, Haijun Liang, Huizhong Wu
2004 C conf
Compute visibility without depth in multi-reference images.
ICARCV
Yang Tang, Huizhong Wu, Fu Xiao, Liang Xiao
2004 Misc conf
Generalized Mumford-Shah model and fast algorithm for color image restoration and edge detection.
ICIG
Liang Xiao, Huizhong Wu, Zhihui Wei
2004 C conf
Inverse image warping without searching.
ICARCV
Yang Tang, Huizhong Wu, Fu Xiao, Liang Xiao
2004 — conf
Modeling and Simulation of Digital Scene Image Synthesis Using Image Intensified CCD Under Different Weathers in Scene Matching Simulation System.
AsiaSim
Liang Xiao, Huizhong Wu, Shuchun Tang, Yang Liu
2000 A conf
An Evaluation Method for Watermarking Techniques.
IEEE International Conference on Multimedia and Expo (I)
Zhihui Wei, Liang Xiao